FigSIM

FigSIM: Dataset for Fine-grained Suicide Severity and Figurative Language in Suicide Memes

FigSIM is the first annotated dataset for analyzing suicide memes, comprising 1,049 memes labeled for suicide severity levels, figurative language phenomena, and suicide-related content categories. The authors benchmark 16 unimodal and multimodal models across three classification tasks. Key findings include systematic underprediction of high-severity cases, particularly for figurative memes, highlighting challenges for automated content moderation. The dataset is publicly released to support future research.